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Book Cover
E-book
Author Fr©¡a℗Œd©¡a℗Œric Magoules

Title Data Mining and Machine Learning in Building Energy Analysis
Published UNITED STATES : Wiley-ISTE, 2016

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Description 1 online resource (187)
Series Computer Engineering Series
Computer engineering series
Summary Focusing on up-to-date artificial intelligence models to solve building energy problems, "Artificial Intelligence for Building Energy Analysis" reviews recently developed models for solving these issues, including detailed and simplified engineering methods, statistical methods, and artificial intelligence methods. The text also simulates energy consumption profiles for single and multiple buildings. Based on these datasets, Support Vector Machine (SVM) models are trained and tested to do the prediction. Suitable for novice, intermediate, and advanced readers, this is a vital resource for building designers, engineers, and students
Bibliography Includes bibliographical references and index
Notes Print version record
Subject Data mining.
Machine learning.
Buildings -- Energy conservation -- Mathematical models
Buildings -- Energy consumption -- Mathematical models
Data Mining
Machine Learning
COMPUTERS -- General.
Buildings -- Energy conservation -- Mathematical models
Buildings -- Energy consumption -- Mathematical models
Data mining
Machine learning
Form Electronic book
ISBN 1118577485
9781118577486
9781118577592
1118577590